# Copyright 2024 The Google Research Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

#!/bin/bash
# Runs the constllation autoencoder on the constellation dataset.
set -e
set -x

source stacked_capsule_autoencoders/setup_virtualenv.sh
python -m stacked_capsule_autoencoders.train\
  --name=constellation\
  --model=constellation\
  --dataset=constellation\
  --prior_within_example_sparsity_weight=1.\
  --prior_between_example_sparsity_weight=1.\
  --posterior_within_example_sparsity_weight=0.\
  --posterior_between_example_sparsity_weight=0.\
  "$@"
